A Comparative Analysis of Java and Apache Kafka: Exactly-once semantics for event-driven Java microservices

Abstract

This article examines exactly-once semantics for event-driven Java microservices within the context of Java and Apache Kafka. Drawing on production telemetry from partner organizations, we report findings on java and apache kafka and its implications for system architects. Results indicate measurable improvements in delivery predictability and offer actionable recommendations for future adoption.